MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39701 |
gogcli-mcp-slides
Claim
Google Slides via gogcli for Claude — deck and slide authoring
|
— | ||||||||
| 39702 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
— | ||||||||
| 39703 |
An MCP server for calculating carbon footprints from bank statements using EPA …
|
— | ||||||||
| 39704 |
Fashion
Claim
Create professional-quality fashion product photography, on-model shots, and ed…
|
— | ||||||||
| 39705 |
GitHub MCP Server
Claim
Enables direct GitHub operations through Claude and Cursor, including repositor…
|
— | ||||||||
| 39706 |
x402mcp
Claim
|
— | ||||||||
| 39707 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
|
— | ||||||||
| 39708 |
Track AI agent fleet performance, costs, anomalies, and trends.
|
— | ||||||||
| 39709 |
mcp-gmail
Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
|
— | ||||||||
| 39710 |
Supabase MCP HTTP Server
Claim
Provides 43 tools for complete Supabase control including database operations, …
|
— | ||||||||
| 39711 |
neuro-mcp
Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
|
— | ||||||||
| 39712 |
Enables interaction with Azure AI Foundry services including model exploration …
|
— | ||||||||
| 39713 |
millimap-mcp
Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
|
— | ||||||||
| 39714 |
Identity Provisioner
Claim
Provision demo user identities to test and prototype workflows securely. Explor…
|
— | ||||||||
| 39715 |
Caplia
Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
|
— | ||||||||
| 39716 |
glassbox-framework
Claim
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
|
— | ||||||||
| 39717 |
x402-sms
Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
|
— | ||||||||
| 39718 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
|
— | ||||||||
| 39719 |
LegalSearch
Claim
Public Indian legal search MCP for Roop judgments, statutes, and corpus groundi…
|
— | ||||||||
| 39720 |
MCPHub
Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
|
— | ||||||||
| 39721 |
Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, F…
|
— | ||||||||
| 39722 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
|
— | ||||||||
| 39723 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network and Coinba…
|
— | ||||||||
| 39724 |
AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estim…
|
— | ||||||||
| 39725 |
Cisco MCP Pods Server
Claim
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
|
— | ||||||||
| 39726 |
Stelo Workaround MCP
Claim
Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports int…
|
— | ||||||||
| 39727 |
MCP-Mem0
Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
|
— | ||||||||
| 39728 |
sap_2000_api_python_mcp4
Claim
|
— | ||||||||
| 39729 |
mumuai
Claim
|
— | ||||||||
| 39730 |
A comprehensive system that helps organizations track, manage, and respond to s…
|
— | ||||||||
| 39731 |
Supermemory
Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
|
— | ||||||||
| 39732 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
|
— | ||||||||
| 39733 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
|
— | ||||||||
| 39734 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
|
— | ||||||||
| 39735 |
cpassist-mcp
Claim
|
— | ||||||||
| 39736 |
decodo-coppi
Claim
|
— | ||||||||
| 39737 |
a2db
Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
|
— | ||||||||
| 39738 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
|
— | ||||||||
| 39739 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 39740 |
garmin-mcp
Claim
|
— | ||||||||
| 39741 |
hikerapi-mcp
Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
|
— | ||||||||
| 39742 |
azure-cli-mcp
Claim
A wrapper around the Azure CLI command line that allows you to talk directly to…
|
— | ||||||||
| 39743 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
|
— | ||||||||
| 39744 |
mcpserv
Claim
|
— | ||||||||
| 39745 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
|
— | ||||||||
| 39746 |
smart-data-extractor
Claim
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
|
— | ||||||||
| 39747 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
|
— | ||||||||
| 39748 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
|
— | ||||||||
| 39749 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
|
— | ||||||||
| 39750 |
OmegaAI
Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
|
— | ||||||||